ui MCP servers & tools

Annotates any web page with hover labels for AI assistants — reverse proxy injection, zero browser extensions. npx @mcpware/ui-annotator

Elixir/OTP runtime where every UI component auto-exposes MCP tools; stdio server: mix mcp.server

Design review for UI code: 258 rules across 9 categories, scored 0-100 with concrete fixes.

Search 148 curated design styles and pull tokens, recipes, and shadcn commands into your AI IDE.

Audit your Design System and serve your Agent the rules that keep AI-written UI on-system.

Design-to-code artifact pipeline for UI screenshots, Figma node data, and visual review.

Interactive MCP Apps the AI builds once and you both reuse — data outlives the chat

Test your design on the real thing: load a built web app, turn its knobs, verify 1:1, export.

Deterministic UI policy, discovery and audits for coding agents across seven ecosystems.

Agent-ready feedback for AI-built apps — read and close UI feedback reports over MCP.

Live access to 12 shadcn-style component libraries so agents compose UI from real components.

Mlola UI components, tokens and design rules for coding agents, with a markup checker

Search and install interactive React components with unusual motion, via the shadcn CLI.